⛏️ I transform raw data into actionable business insights 💎

🎓 What I'm currently learning

✨ Check out my latest projects

📌 Market segmentation & customer behaviour

• Establishing & maintaining a customer segmentation model for online Brazilian marketplace Olist
• Identifying & analysing potential export markets for French chicken products

📌 Fraud detection

• Detecting counterfeit banknotes
• Establishing an individual's credit score to justify consumer credit application decisions

📌 Image classification

• Classifying consumer products with CNNs, text vectors & text embeddings for an online marketplace
• A Big Data image classification architecture applied to fruits recognition with AWS EMR
• An applied performance comparison of visual transformers with CNN image classifiers

📌 Model serving & CI/CD

• Predicting the energy consumption & greenhouse gas emissions of non-residential buildings for the City of Seattle
• Deploying a consumer credit risk assessment & decision tool on Streamlit with PyTest, Flask & Render

📌 Inclusive storytelling

• Creating a dashboard for colorblind & visually impaired users with Shap and Streamlit


• Analysing worldwide access to drinking water with PowerBI

📌 Data mining & exploratory data analysis

• Data quality analysis & inventory management for an online fine wine store


• A GDPR-compliant, no-code analysis of gender equality in the workplace with Knime Analytics


• A worldwide analysis of food insecurity with a focus on the Thai cassava paradox

📌 Statistical analyses & tests

• Characterizing the behaviour of an online bookstore's clients


• Qualifying nutrition information on food products' labels


• Ranking the world's leading education systems

📌 Database management

• Building & querying a restaurant's staff & customer database in MySQL with a Python client


• Using public data to create a nationwide real-estate database with MySQL Workbench

I’m currently working on harnessing the power of Sagemaker AI for my next portfolio projects - mapping & forecasting international 🍅 paste trade & assessing wild 🍄 edibility... watch this space!

✨ Contact me